Browse Items (26 total)
- Collection: Vol 6 No 5 (2022)
Sort by:
Aspect-Based Sentiment Analysis on Twitter Using Logistic Regression
with FastText Feature Expansion
Social media has recently been widely used by users, especially Indonesians, as a place to express themselves in sentences,
pictures, sounds, or videos. Twitter is one of the social media favored by people of diverse ages. Twitter is a social media…
pictures, sounds, or videos. Twitter is one of the social media favored by people of diverse ages. Twitter is a social media…
Prototype of Body Temperature and Oxygen Saturation Monitoring System
Using DS18B20 and MAX30100 Sensors based on IOT
After people died from infections during COVID-19 epidemic, this attracted a lot of attention. COVID-19 causes symptoms
such as fever, headache, sore throat, shortness of breath, and others. Many deaths are asymptomatic, which it makes the…
such as fever, headache, sore throat, shortness of breath, and others. Many deaths are asymptomatic, which it makes the…
Application of The Naïve Bayes Classifier Algorithm to Classify
Community Complaints
Unsatisfactory public services encourage the public to submit complaints/ reports to public service providers to improve their
services. However, each complaint/ report submitted varies. Therefore, the first step of the community complaint…
services. However, each complaint/ report submitted varies. Therefore, the first step of the community complaint…
Classification of Face Mask Detection Using Transfer Learning Model
DenseNet169
COVID-19 has become a threat to the world because it has spread throughout the world. The fight against this
pandemic is becoming an unavoidable reality for many countries. The government has set policies on various
transmission prevention…
pandemic is becoming an unavoidable reality for many countries. The government has set policies on various
transmission prevention…
Exploring feature selection techniques on Classification Algorithms for
Predicting Type 2 Diabetes at Early Stage
Predicting early Type 2 diabetes (T2D) is critical for improved care and better T2D outcomes. An accurate and efficient T2D
prediction relies on unbiased relevant features. In this study, we searched for important features to predict T2D by…
prediction relies on unbiased relevant features. In this study, we searched for important features to predict T2D by…
Application of Neural Network Variations for Determining the Best
Architecture for Data Prediction
This study focuses on the application and comparison of the epoch, time, performance/MSE training, and performance/MSE
testing of variations of the Backpropagation algorithm. The main problem in this study is that the Backpropagation algorithm…
testing of variations of the Backpropagation algorithm. The main problem in this study is that the Backpropagation algorithm…
Diagnosis of Asthma Disease and The Levels using
Forward Chaining and Certainty Factor
Diagnosis of Asthma Disease and The Levels using
Forward Chaining and Certainty Factor
Forward Chaining and Certainty Factor
Implementation of Open-Source ERP-Based Fleet Management System on
SMEs Transportation Service Provider
Enterprises Resource Planning (ERP) systems can be analogized as the backbone of the information system in a company.
Many large-scale companies have adopted ERP systems to increase efficiency in the company's business processes. This
research…
Many large-scale companies have adopted ERP systems to increase efficiency in the company's business processes. This
research…
House Prices Segmentation Using Gaussian Mixture Model-Based
Clustering
House is a place for humans to live and a main necessity for humans. For years, the need for houses is increasing and varied
so that it affects the selling price of the house. Therefore, more research is needed to learn about the selling price of…
so that it affects the selling price of the house. Therefore, more research is needed to learn about the selling price of…
Optimization Ground Glass Opacities (GGO) Detection Using Multipixel
Interpolation Techniques
Ground Glass Opacities (GGO) are a picture of abnormal lung conditions characterized by white or gray areas. This picture
of GGO in the lungs could previously be detected based on the results of medical examinations such as Computerized…
of GGO in the lungs could previously be detected based on the results of medical examinations such as Computerized…